Latest Machine Learning Industry Articles

This article discusses trusted execution environments — already used in a variety of connected devices — by showing…

This article discusses trusted execution environments — already used in a variety of connected devices — by showing how using TEE and an FPGA SoC can work in vehicle in-cabin AI.

With the adoption of artificial intelligence and machine learning in a wide variety of applications, reliability…

With the adoption of artificial intelligence and machine learning in a wide variety of applications, reliability verification of AI/ML processors is critical since failures can have major consequences for the validity and legitimacy of AI/ML technology.

This article describes a methodology that automates set up, constraints, and results analysis as designs move from static…

This article describes a methodology that automates set up, constraints, and results analysis as designs move from static CDC analysis to formal verification to simulation and avoid manual scripting efforts, thus reducing setup effort and errors.

Part 3 of this series shows examples of the CKB-VM, a RISC-V instruction set based VM, in action in three different ways.

Part 3 of this series shows examples of the CKB-VM, a RISC-V instruction set based VM, in action in three different ways.

Historically, FPGAs have been challenging to work with. To combat that reputation, Xilinx developed programmable devices…

Historically, FPGAs have been challenging to work with. To combat that reputation, Xilinx developed programmable devices that simplify—and accelerate—the implementation of customized hardware development.

SoCs with programmable logic are an essential element of real-time embedded vision systems. Designers can capitalize on…

SoCs with programmable logic are an essential element of real-time embedded vision systems. Designers can capitalize on the power and efficiency of Xilinx's Zynq Ultrascale+ MPSoC devices to implement their designs using Avnet's Embedded Vision Kits and the Xilinx reVISION stack.

How is Stanford making use of high-speed memory in their latest research initiative?

How is Stanford making use of high-speed memory in their latest research initiative?

Connected industrial machines can sense a wide array of information used to make key decisions within the Industrial…

Connected industrial machines can sense a wide array of information used to make key decisions within the Industrial Internet of Things (IIoT). A sensor within an edge node can be spatially far removed from any data aggregation point. It must connect through a gateway that links edge data with a network.

In this multipart industrial IoT series, we will break down and explore the fundamental aspects of the edge node…

In this multipart industrial IoT series, we will break down and explore the fundamental aspects of the edge node interpretation within the larger IoT framework: sensing, measuring, interpreting, and connecting data, with additional consideration for power management and security.

The industrial Internet of Things (IoT) encompasses the broad transformation underway that will make pervasive sensing…

The industrial Internet of Things (IoT) encompasses the broad transformation underway that will make pervasive sensing across connected machines not just a competitive advantage, but an essential fundamental service. The industrial IoT starts with the edge node, which is the sensing and measurement entry point of interest.

MEMS accelerometers have finally reached a point where they are able to measure vibration on a broad set of machine platforms.

MEMS accelerometers have finally reached a point where they are able to measure vibration on a broad set of machine platforms.